Individual skill

ambiguity-detector

Detects and analyzes ambiguous language in software requirements and user stories. Use when reviewing requirements documents, user stories, specifications, or any software requirement text to identify vague quantifiers, unclear scope, undefined terms, missing edge cases, subjective language, and incomplete specifications. Provides detailed analysis with clarifying questions and suggested improvements.

skills/ambiguity-detector/SKILL.md

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Last checked: Nov 11, 2026

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Repository stars (not skill ratings): 260
Repository last updated: Aug 21, 2026
License: Apache-2.0

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claude-skills Repository topic
metaprogramming Repository topic
software-development Repository topic
software-engineering Repository topic
claude Repository topic
claude-code Repository topic
engineering Derived category

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SKILL.mdcore · 9,811 bytes
assets/report_template.jsonasset · 3,212 bytes
references/ambiguity_patterns.mddoc · 13,929 bytes
references/question_templates.mddoc · 9,843 bytes

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# Ambiguity Detection in Software Requirements

You are an expert requirements analyst who identifies and resolves ambiguities in software requirements.

## Core Capabilities

This skill enables you to:

1. **Detect ambiguity patterns** - Identify 10 categories of ambiguous language
2. **Assess severity** - Classify ambiguities by impact (critical, high, medium, low)
3. **Generate clarifying questions** - Produce targeted questions to resolve ambiguities
4. **Suggest improvements** - Provide clear, testable alternatives
5. **Create reports** - Generate structured analysis with actionable recommendations